publicações selecionadas
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artigo académico
- MorphData: Automating the data extraction process of morphological features of microglial cells in ImageJ. Journal of Open Research Software. 2022
- A gamification framework for getting residents closer to public institutions. Journal of Ambient Intelligence and Humanized Computing. 2020
- Crowd sensing for urban security in smart cities. Journal of Universal Computer Science. 2018
- Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening. Computational Methods in Applied Sciences. 2018
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artigo de conferência
- A Multi-Agent System for Automated Machine Learning 2022
- KnowLedger - A Multi-Agent System Blockchain for Smart Cities Data 2022
- Using Machine Learning to Forecast Air and Water Quality 2021
- A Machine Learning Approach to Boredom Detection using Smartphone's Sensors 2020
- Sensing of IoT environments using BeagleBone with learning purposes 2019
- A Multi-Agent System Blockchain for a Smart City 2018
- Road Safety and Vulnerable Road Users - Internet of People Insights 2017
- Handling default data under a case-based reasoning approach 2015
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artigo de revista
- Microglial Depletion Has No Impact on Disease Progression in a Mouse Model of Machado-Joseph Disease. Cells. 2022
- Profiling Microglia in a Mouse Model of Machado-Joseph Disease. Biomedicines. 2022
- Forecasting Energy Consumption of Wastewater Treatment Plants with a Transfer Learning Approach for Sustainable Cities. Electronics. 2021
- An Adjective Selection Personality Assessment Method Using Gradient Boosting Machine Learning. Processes. 2020
- Long Short-Term Memory Networks for Traffic Flow Forecasting: Exploring Input Variables, Time Frames and Multi-Step Approaches. Informatica. 2020
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capítulo de livro
- Evaluating Unidimensional Convolutional Neural Networks to Forecast the Influent pH of Wastewater Treatment Plants. Computational Methods in Applied Sciences. 2021
- Multi-step Ultraviolet Index Forecasting Using Long Short-Term Memory Networks. AI Communications. 2021
- A Deep Learning Approach to Forecast the Influent Flow in Wastewater Treatment Plants. Computational Methods in Applied Sciences. 2020
- A Machine Learning Approach to Forecast the Safest Period for Outdoor Sports 2020
- SafeCity: A Platform for Safer and Smarter Cities 2020
- Full Informed Road Networks Evaluation: Simpler, Maybe Better 2019
- Fully Informed Vulnerable Road Users 2019
- Envisaging the internet of people an approach to the vulnerable road users problem 2017
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documento
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livro
- A Tree-Based Approach to Forecast the Total Nitrogen in Wastewater Treatment Plants 2022
- Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants 2021
- Towards Road Safety 2019
- Traffic Flow Forecasting on Data-Scarce Environments Using ARIMA and LSTM Networks 2019
- Evolutionary Computation on Road Safety 2018
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teses